openvinotoolkit / openvinotoolkit/open_model_zoo
[Suggestion] Improve Pedestrain Trackor C++ Demo
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 4.4k
- Forks
- 1.4k
- Avg merge
- 4d 13h
- Merged PRs (30d)
- 4
Description
Hi, OpenVINO guys, I learn a lot from your Pedestrain Trackor demo, however I wonder why some intel model can't be supported in this demo.
Such as person-detection-0203, person-detection-0106. Only person-detection-0201/0202 are supported.
I notice it's because the detection output is a little different, could you please improve the demo to let's try more detection models, because I want to try cascade-RCNN model to get better accuracy.
Thanks.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start at the C++ Pedestrian Tracker demo and compare how it handles outputs from person-detection-0201/0202 with person-detection-0203 and person-detection-0106. Investigate the differing detection output formats, then define support for additional models including cascade-RCNN and verify the demo runs with them.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp
- Domain
- ai, computer-vision
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100